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Glossary · Net promoter score (NPS)

What is net promoter score?

Net promoter score (NPS) measures customer loyalty as the percentage of promoters minus the percentage of detractors. It comes from one question: how likely are you to recommend this product to a friend or colleague, from 0 to 10? The score runs from -100 to 100.

In practice

You send the question to 200 customers and 100 answer. 45 answer 9 or 10, 35 answer 7 or 8, and 20 answer 0 to 6. Your NPS is 45% minus 20%, which is 25.

The comments under the score are often more useful than the number. That's where the reason sits.

NPS isn't a satisfaction score. Its useful role is showing how your own number changes over time, and how you compare with direct competitors.

How to measure it

  • Promoters: 9 or 10. Passives: 7 or 8. Detractors: 0 to 6.
  • NPS = % promoters − % detractors. Passives count in the total but are not subtracted.
  • Report it as a whole number, not a percentage.

Common mistakes

  • Reading small samples as trends. With 30 answers, two people changing their minds moves the score by about 7 points.
  • Comparing your number to another industry's. Bain's own guidance is to compare against direct competitors.
  • Collecting the score and skipping the follow-up question, "What's the main reason for your score?"

What changes in AI-first products

A score tells you loyalty moved. It doesn't tell an agent what to change. The "why" comments are the part a coding agent can use, once they're grouped by problem and tied to the customers who wrote them. Annsa takes survey answers in through CSV or its in-product surveys and keeps each comment verbatim next to the priority it supports, so Claude Code, Cursor, Codex or Grok can read the reasons over MCP. A person still decides which reason is worth a build.

See how Annsa does it: Surveys →

Questions people ask.

Q1

What is a good NPS score?

There's no universal cutoff. Bain's advice is to compare against direct competitors: a 50 can look reassuring, but less so if every competitor in your industry scores between 55 and 75.
Q2

How do you calculate NPS?

Subtract the percentage of detractors (0 to 6) from the percentage of promoters (9 or 10).
Q3

Who created NPS?

Fred Reichheld of Bain & Company, in the 2003 Harvard Business Review article "The One Number You Need to Grow". Later research, including Keiningham et al. (2007), questioned whether it predicts growth better than other loyalty measures.

Sources

  1. Bain & Company, Net Promoter SystemMeasuring Your Net Promoter Score

    The question, the three groups and the calculation.

  2. Compare against the alternatives your customers weigh, not against loyalty leaders in other industries.

  3. A 50 looks less impressive "if all other competitors in its industry score between 55 and 75".

  4. Reichheld 2003; Keiningham et al. 2007 critique.

Last reviewed 2026-10-10

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